Jongwon Choi

Jongwon Choi

Chung-Ang University

H-index: 14

Asia-South Korea

About Jongwon Choi

Jongwon Choi, With an exceptional h-index of 14 and a recent h-index of 13 (since 2020), a distinguished researcher at Chung-Ang University, specializes in the field of Computer Vision & Deep Learning (Ph.D).

His recent articles reflect a diverse array of research interests and contributions to the field:

Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation

Exploiting Style Latent Flows for Generalizing Deepfake Detection Video Detection

Text-Guided Variational Image Generation for Industrial Anomaly Detection and Segmentation

Document Change Detection With Hierarchical Patch Comparison

Scaling of class-wise training losses for post-hoc calibration

Observations on K-Image Expansion of Image-Mixing Augmentation

Online Compressible Neural Network

Congestion-aware bayesian loss for crowd counting

Jongwon Choi Information

University

Position

Assistant Professor

Citations(all)

4564

Citations(since 2020)

3426

Cited By

2670

hIndex(all)

14

hIndex(since 2020)

13

i10Index(all)

17

i10Index(since 2020)

17

Email

University Profile Page

Chung-Ang University

Google Scholar

View Google Scholar Profile

Jongwon Choi Skills & Research Interests

Computer Vision & Deep Learning (Ph.D)

Top articles of Jongwon Choi

Title

Journal

Author(s)

Publication Date

Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation

Proceedings of the AAAI Conference on Artificial Intelligence

YoungJoon Yoo

Jongwon Choi

2024/3/24

Exploiting Style Latent Flows for Generalizing Deepfake Detection Video Detection

arXiv preprint arXiv:2403.06592

Jongwook Choi

Taehoon Kim

Yonghyun Jeong

Seungryul Baek

Jongwon Choi

2024/3/11

Text-Guided Variational Image Generation for Industrial Anomaly Detection and Segmentation

arXiv preprint arXiv:2403.06247

Mingyu Lee

Jongwon Choi

2024/3/10

Document Change Detection With Hierarchical Patch Comparison

Doyoung Park

Sunjin Kim

Minkyu Kim

Naresh Reddy Yarram

Seongho Joe

...

2023/10/8

Scaling of class-wise training losses for post-hoc calibration

Seungjin Jung

Seungmo Seo

Yonghyun Jeong

Jongwon Choi

2023/7/3

Observations on K-Image Expansion of Image-Mixing Augmentation

IEEE Access

Joonhyun Jeong

Sungmin Cha

Jongwon Choi

Sangdoo Yun

Taesup Moon

...

2023/2/6

Online Compressible Neural Network

한국통신학회 학술대회논문집

Seungmo Seo

Sunho Lee

Bohyun Kim

Joohee Jung

Jongwon Choi

2023/2

Congestion-aware bayesian loss for crowd counting

IEEE Access

Jiyeoup Jeong

Jongwon Choi

Dae Ung Jo

Jin Young Choi

2022/1/18

Study on Various Self-supervised Video Representation Learning Methods

Moving Image & Technology (MINT)

SooHyun Park

Jongwon Choi

2022/8

Adaptive Attention Link-based Regularization for Vision Transformers

arXiv preprint arXiv:2211.13852

Heegon Jin

Jongwon Choi

2022/11/25

Novel-view synthesis of human tourist photos

Jonathan Freer

Kwang Moo Yi

Wei Jiang

Jongwon Choi

Hyung Jin Chang

2022

Frepgan: Robust deepfake detection using frequency-level perturbations

Proceedings of the AAAI conference on artificial intelligence

Yonghyun Jeong

Doyeon Kim

Youngmin Ro

Jongwon Choi

2022/6/28

Visual content analysis of visitors’ engagement with an instagrammable exhibition

Museum Management and Curatorship

Bo-A Rhee

Federico Pianzola

Jongwon Choi

Wooseok Hyung

Jinsoo Hwang

2022/11/2

mToFNet: Object anti-spoofing with mobile time-of-flight data

Yonghyun Jeong

Doyeon Kim

Jaehyeon Lee

Minki Hong

Solbi Hwang

...

2022

Optimization-based method removing highlights with flash/no-flash image

Optics Express

Jongwon Choi

Sangdoo Yun

Jin Young Choi

2022/6/6

Animation Highlight Extraction for Webtoon Creation

Moving Image & Technology (MINT)

Jinsoo Hwang

Jongwon Choi

2022/11

Bihpf: Bilateral high-pass filters for robust deepfake detection

Yonghyun Jeong

Doyeon Kim

Seungjai Min

Seongho Joe

Youngjune Gwon

...

2022

Study on Various GAN models and Datasets for Deepfake Detection

TECHART: Journal of Arts and Imaging Science

Yonghyun Jeong

Jongwon Choi

2022/6

Fingerprintnet: Synthesized fingerprints for generated image detection

Yonghyun Jeong

Doyeon Kim

Youngmin Ro

Pyounggeon Kim

Jongwon Choi

2022/10/23

Active instance selection for few-shot classification

IEEE Access

Junsup Shin

Youngwook Kang

Seungjin Jung

Jongwon Choi

2022/12/21

See List of Professors in Jongwon Choi University(Chung-Ang University)

Co-Authors

H-index: 83
In So Kweon

In So Kweon

KAIST

H-index: 46
jin young choi

jin young choi

Seoul National University

H-index: 45
Yiannis Demiris

Yiannis Demiris

Imperial College London

H-index: 29
Hyung Jin Chang

Hyung Jin Chang

University of Birmingham

H-index: 16
Tobias Fischer

Tobias Fischer

Queensland University of Technology

H-index: 7
Jongin Lim

Jongin Lim

Seoul National University

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